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The catallaxy approach for decentralized economic-based allocation in Grid resource and service markets.

机译:在网格资源和服务市场中分散经济分配的catallaxy方法。

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摘要

Efficient resource allocation in dynamic large-scale environments is one of the cha llenges of Grids. In centralized economic-based allocation approaches, the user requests\udcan be matched to the fastest, cheapest or most available resource. This approach,\udhowever, shows limitations in scalability and in dynamic environments. In\udthis paper, we explore a decentralized economic approach for resource allocation in\udGrid markets based on the Catallaxy paradigm. Catallactic agents discover selling\udnodes in the resource and service Grid markets, and negotiate with each other maximizing\udtheir utility by following a strategy. By means of simulations, we evaluate the\udbehavior of the approach, its resource allocation efficiency and its performance with\uddifferent demand loads in a number of Grid density and dynamic environments. Our\udresults indicate that while the decentralized economic approach based on Catallaxy\udapplied to Grid markets shows similar efficiency to a centralized system, its decentralized\udoperation provides greater advantages: scalability to demand and offer, and\udrobustness in dynamic environments.
机译:动态大规模环境中的有效资源分配是网格的挑战之一。在基于集中式经济分配方法中,可以将用户请求\ ud与最快,最便宜或最可用的资源匹配。但是,这种方法在可伸缩性和动态环境中显示出局限性。在本文中,我们探索了一种基于Catallaxy范式的分散经济方法,用于\ udGrid市场中的资源分配。分类策略代理发现资源和服务网格市场中的销售\ udnode,并通过遵循一种策略相互协商,以最大化\ udther他们的效用。通过仿真,我们在许多网格密度和动态环境下,评估了该方法的\行为,其资源分配效率及其在不同需求负载下的性能。我们的结果表明,尽管基于Catallaxy的分散式经济方法应用于电网市场显示出与集中式系统相似的效率,但其分散式操作却具有更大的优势:对需求和报价的可伸缩性以及动态环境中的鲁棒性。

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